skills

Use when building Rails features that handle personal data, adding encryption to models, implementing consent flows, building DSAR endpoints, or adding anonymization/pseudonymization. Also use when reviewing code for compliance with privacy laws like GDPR and LGPD, or when asked about privacy-by-design patterns in Rails.

Assess a Rails app's full codebase for compliance with privacy laws, like GDPR and LGPD. Generates an assessment report, not a legal audit.

Review uncommitted or recently changed files for privacy-by-design rule violations (based on privacy laws like GDPR and LGPD) before committing.

Autonomous investigation loop for finding and fixing performance issues, intermittent errors, flaky tests, memory leaks, slow operations, and reliability problems. Inspired by Karpathy's autoresearch: makes a change, measures the result, keeps or reverts, logs everything, and keeps going. Run it and walk away - it works until interrupted or the codebase is healthy.

Replace this with a clear description of what the skill does and when to use it. Include keywords that help agents identify relevant tasks.